GreptimeDB, OWOX Data Marts, Tilores, Supaboard AI, DecisionBox, Grain, Import.io, Sleek Analytics, Outris Identity MCP and Apex Echo AI make up a wide-ranging shortlist of analytics databases and the data platforms built on top of them for 2026. Between them they cover storing and querying metrics and logs at scale, turning messy customer records into one trusted profile, asking a data warehouse questions in plain English, and the specialized databases behind website analytics, fraud detection and AI-visibility tracking.
An analytics database exists to make fast queries possible over large, constantly growing datasets — the kind of workload that slows a regular application database to a crawl. The tools below take different angles on that problem: some are databases in the literal sense, built to ingest and query huge volumes of metrics or events; others sit on top of a data warehouse and add natural-language search, AI-driven insight discovery, or governed reporting layers. This list runs from the most broadly capable database platforms down to the specialized data tools, so a reader can match a pick to the exact data problem they are trying to solve.
How we picked these analytics databases
Every product on this list was researched against the same five criteria, so the order reflects genuine usefulness rather than how new or well-funded a product is.
Related shortlists: 5 Best Data Visualization Tools in 2026 and Top 7 Business Intelligence Software in 2026.
- Capability — how much data volume and query complexity the platform can genuinely handle
- Ease of use — how quickly a team can connect data and start querying it
- Pricing and value — what the free or entry tier includes, and whether paid plans earn their cost
- Reliability — maturity, architecture and track record at scale
- Who it suits — the team, data volume and budget each tool is genuinely built for
| Tool | Best for | Key features | Pricing | Free trial |
|---|---|---|---|---|
| GreptimeDB | Engineering teams that want one database for metrics, logs and traces instead of running three separate systems. | Unified wide events, Native protocol support, Object storage | Open Source — free, self-hosted under Apache-2.0 | — |
| OWOX Data Marts | Data teams that want to build a data model once and let end users query it safely through spreadsheets or AI chat. | Governed data marts, AI chat integration, Spreadsheet and Looker Studio delivery | Data Intern — free, 30 one-time credits | Free plan |
| Tilores | Fraud, compliance and Customer 360 teams that need to merge duplicate records into one trusted profile in real time. | Real-time entity resolution, Customer 360, Fraud and compliance ready | Tilores Studio — free, run entity resolution locally on up to 100,000 records | — |
| Supaboard AI | Non-technical teams that want to query 600+ data sources in plain English without SQL. | Natural-language queries, 600+ data connectors, Business logic agents | Individual — $83/month per seat (or $990/year), 2 data connections and 2 custom agents | 14-day free trial |
| DecisionBox | Data teams that want an AI agent to proactively find and rank insights in a data warehouse without being asked. | Autonomous discovery, Ranked backlog, Open source | Self-Host — free, open source under AGPL v3 | — |
| Grain | Product teams that want to explore user behavior through conversation with an AI assistant instead of writing queries. | Kai AI assistant, Real-time user journeys, Database view | Starter — from $29/month, scales with usage and AI investigation volume | 14-day free trial |
| Import.io | Teams that need continuously updated structured datasets from the web without maintaining their own scrapers. | Managed extraction, Flexible delivery, Proxy infrastructure | Free Trial — $0 for 30 days, 5,000 queries, no credit card required | 30-day free trial |
| Sleek Analytics | Small sites and indie developers that want simple, privacy-friendly real-time visitor analytics. | One-line install, Real-time visitors, No cookie banners | Starter — $5/month billed annually, 50k events/month, 3 sites | 14-day free trial |
| Outris Identity MCP | Fraud and trust-and-safety teams that want AI agents to investigate phone numbers and identities directly inside tools like Claude or Cursor. | 8 investigation tools, Real vs. fake detection, Data breach analysis | Free tier — 50 free credits to start | Free plan |
| Apex Echo AI | Marketing teams that want to track how often and how favorably their brand is mentioned by AI tools like ChatGPT and Perplexity. | Mention monitoring, Content optimization, Prompt testing | Free plan — 3 complimentary scans for new users | Free plan |
The best analytics databases in 2026
1. GreptimeDB
Observability 2.0 database for metrics, logs & traces
GreptimeDB is best for: Engineering teams that want one database for metrics, logs and traces instead of running three separate systems.
Replacing Prometheus, Loki and Elasticsearch with one database cuts the operational overhead of running three separate observability systems.
Key GreptimeDB features
- Unified wide events — stores metrics, logs and traces in a single columnar engine
- Native protocol support — works with SQL, PromQL, OpenTelemetry, Jaeger and Grafana
- Object storage — built on cheap, scalable cloud storage instead of local disks
- Compute-storage separation — scales ingestion and queries independently
- Built in Rust — designed for high-throughput ingestion at low cost
GreptimeDB pricing
- Open Source — free, self-hosted under Apache-2.0
- Enterprise Fully-Managed — from $290/month, with guaranteed resources and volume discounts
- Enterprise Bring Your Own Cloud — custom pricing, deploy inside your own cloud account
2. OWOX Data Marts
Zero-hallucination self-service analytics platform
OWOX Data Marts is best for: Data teams that want to build a data model once and let end users query it safely through spreadsheets or AI chat.
Every number a user sees traces back to analyst-approved SQL, which keeps AI-generated answers from quietly inventing figures.
Key OWOX Data Marts features
- Governed data marts — define a data structure once, reuse it across every report
- AI chat integration — ask questions through Claude, ChatGPT or Gemini without hallucinated numbers
- Spreadsheet and Looker Studio delivery — distribute reports where end users already work
- Anomaly detection — automatic flags when a metric moves outside its normal range
- Self-managed option — open-source Community edition available on GitHub
OWOX Data Marts pricing
- Data Intern — free, 30 one-time credits
- Reporting Analyst — $65/month, 50 credits/month
- Senior Analyst — $90/month, 75 credits/month, adds AI chat integration
- Enterprise — custom pricing, with SSO/SAML and dedicated support
- Free trial: Free plan
3. Tilores
One trusted view of every customer, company, transaction
Tilores is best for: Fraud, compliance and Customer 360 teams that need to merge duplicate records into one trusted profile in real time.
Pricing by resolved customer records rather than raw rows means a team only pays for data that is actually useful once deduplicated.
Key Tilores features
- Real-time entity resolution — consolidates duplicate and conflicting records as data arrives
- Customer 360 — unifies records across systems into a single resolved profile
- Fraud and compliance ready — built for teams that need consistent, auditable data
- Flexible deployment — managed cloud, your own AWS account, or on-premise
- Free local tool — Tilores Studio resolves up to 100,000 records with no signup
Tilores pricing
- Tilores Studio — free, run entity resolution locally on up to 100,000 records
- Managed Cloud / Your Cloud / On-Premise — custom pricing based on data volume and deployment
- Enterprise — custom pricing, with SLA and compliance commitments
4. Supaboard AI
Ask in plain English. Get accurate answers from your data
Supaboard AI is best for: Non-technical teams that want to query 600+ data sources in plain English without SQL.
Keeping viewer seats free means a whole company can browse dashboards while only the people building them count toward the bill.
Key Supaboard AI features
- Natural-language queries — ask questions about data without writing SQL
- 600+ data connectors — connects to most common databases and SaaS tools
- Business logic agents — applies governed definitions so answers stay consistent
- Unlimited dashboards — build as many views as needed on every paid plan
- Viewer seats stay free — only editors, admins and owners count toward seat costs
Supaboard AI pricing
- Individual — $83/month per seat (or $990/year), 2 data connections and 2 custom agents
- Business — $208/month per seat (or $2,490/year), all 700+ connectors and unlimited agents
- Enterprise — custom pricing, with self-hosting, SSO and HIPAA BAA
- Free trial: 14-day free trial
5. DecisionBox
Autonomous AI discovery on your data — open source
DecisionBox is best for: Data teams that want an AI agent to proactively find and rank insights in a data warehouse without being asked.
Because it writes and validates its own SQL, it surfaces insights a team did not think to ask for instead of only answering direct questions.
Key DecisionBox features
- Autonomous discovery — writes its own SQL and validates every finding against live data
- Ranked backlog — surfaces insights and recommendations without manual prompting
- Open source — AGPL v3, source code available on GitHub
- Flexible self-hosting — deploy via Docker Compose, Helm or Terraform on GCP or AWS
- Credentials stay local — warehouse access never leaves the user's own infrastructure
DecisionBox pricing
- Self-Host — free, open source under AGPL v3
- Enterprise — pricing on request, adds SSO, RBAC and audit logging
- Cloud (Managed) — not yet available, waitlist open with preferential early rates
6. Grain
Talk to your analytics. Understand every user with AI.
Grain is best for: Product teams that want to explore user behavior through conversation with an AI assistant instead of writing queries.
Being cookieless and GDPR-ready by default makes it a comfortable pick for teams in privacy-sensitive markets.
Key Grain features
- Kai AI assistant — ask questions about user behavior in natural language
- Real-time user journeys — visualizes how users move through a product as it happens
- Database view — query raw events directly when more detail is needed
- Fast event ingestion — SDK and REST API for high-volume tracking
- Privacy-first — GDPR compliant, cookieless, with built-in consent modes
Grain pricing
- Starter — from $29/month, scales with usage and AI investigation volume
- Higher-usage plans — pricing increases with event volume and AI capability
- No permanently free tier available
- Free trial: 14-day free trial
7. Import.io
Turn any website into structured, reliable data.
Import.io is best for: Teams that need continuously updated structured datasets from the web without maintaining their own scrapers.
Its 30-day trial includes 5,000 real queries, enough for a team to validate data quality before committing to a paid plan.
Key Import.io features
- Managed extraction — delivers clean datasets without building or fixing scrapers
- Flexible delivery — scheduled exports to CSV, JSON, webhook, S3 or SFTP
- Proxy infrastructure — datacenter, regional, premium and residential proxies by plan
- Full API access — integrate extracted data directly into other systems
- Web Scraper MCP — pay-per-call web data access for AI agents
Import.io pricing
- Free Trial — $0 for 30 days, 5,000 queries, no credit card required
- Standard — $199/month billed annually, 50,000 queries/month
- Professional — $399/month billed annually, 200,000 queries/month
- Advanced — $699/month billed annually, 500,000 queries/month
- Free trial: 30-day free trial
8. Sleek Analytics
See who's on your site. Right now.
Sleek Analytics is best for: Small sites and indie developers that want simple, privacy-friendly real-time visitor analytics.
At $5 a month for the Starter plan, it is one of the cheapest ways for a small site to get real-time, cookieless visitor data.
Key Sleek Analytics features
- One-line install — add a single script tag, no complex setup
- Real-time visitors — see who is on a site right now
- No cookie banners — cookieless by design, nothing for visitors to consent to
- Forever retention — historical data is kept indefinitely, even on the Starter plan
- Visitor profiles — see repeat visitors and their activity over time
Sleek Analytics pricing
- Starter — $5/month billed annually, 50k events/month, 3 sites
- Growth — $12/month billed annually, 500k events/month, 10 sites
- Pro — $29/month billed annually, 5M events/month, unlimited sites
- Free trial: 14-day free trial
9. Outris Identity MCP
Let AI agents investigate phone numbers & detect fraud
Outris Identity MCP is best for: Fraud and trust-and-safety teams that want AI agents to investigate phone numbers and identities directly inside tools like Claude or Cursor.
Working natively as an MCP server means a fraud analyst can investigate a phone number mid-conversation, without switching to a separate dashboard.
Key Outris Identity MCP features
- 8 investigation tools — verifies phone numbers against 31+ platform checks
- Real vs. fake detection — flags likely fraudulent or fake accounts
- Data breach analysis — checks for prior exposure in known data breaches
- Linked identity discovery — surfaces other accounts tied to the same identity
- MCP-native — works through natural conversation in Claude Desktop, Cursor and other MCP clients
Outris Identity MCP pricing
- Free tier — 50 free credits to start
- Paid plans — pricing on request
- Free trial: Free plan
10. Apex Echo AI
Answer engine optimization platform
Apex Echo AI is best for: Marketing teams that want to track how often and how favorably their brand is mentioned by AI tools like ChatGPT and Perplexity.
As AI answer engines take a growing share of search traffic, it gives marketing teams an early, data-backed read on how their brand appears in them.
Key Apex Echo AI features
- Mention monitoring — tracks brand mentions across ChatGPT, Grok and Perplexity
- Content optimization — suggests changes to improve visibility in AI-generated answers
- Prompt testing — tests how a brand shows up across different AI search prompts
- Free scans — try the platform before committing to a paid plan
Apex Echo AI pricing
- Free plan — 3 complimentary scans for new users
- Paid plans — pricing on request
- Free trial: Free plan
Which analytics database should you choose?
Engineering teams consolidating metrics, logs and traces into one system should start with GreptimeDB, which replaces several separate observability tools with a single open-source database, while data teams that want a governed semantic layer behind every report will get more value from OWOX Data Marts. Fraud, compliance and Customer 360 teams merging duplicate records in real time should look at Tilores, and non-technical teams that want to query hundreds of data sources without SQL will be best served by Supaboard AI. Teams that want an AI agent to proactively surface insights from a warehouse, rather than waiting to be asked, should consider the open-source DecisionBox.
Product teams studying user behavior will find a natural fit in Grain, which pairs an AI assistant with a raw event database for deeper digging, while teams that need continuously updated structured data from the web without maintaining scrapers should start with Import.io. Small sites that just want simple, cookieless visitor counts can get started for a few dollars a month with Sleek Analytics. Two more specialized picks round out the list: Outris Identity MCP for teams investigating phone numbers and fraud directly from an AI agent, and Apex Echo AI for marketing teams tracking how their brand shows up in AI-generated answers. Most of these tools offer a free tier or trial, so it costs little to test two or three against real data before standardizing on one.
